Our method is inherently capable of handling resized videos, because the linear interpolation of the whole video can regarded as a special case of our method. Thus we also compare the performances of our method and baselines when using the multi-scale testing, a popular technique in object detection [1]}. That's, we first resize each video sequence to several preset scales and then input them into the model one by one. Finally, we ensemble their detection results.
